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cs.CL2018
Comparative Analysis of Neural QA models on SQuAD
Soumya Wadhwa, Khyathi Raghavi Chandu, Eric Nyberg
The task of Question Answering has gained prominence in the past few decades for testing the ability of machines to understand natural language. Large datasets for Machine Reading…
cs.CL2018
Towards Inference-Oriented Reading Comprehension: ParallelQA
Soumya Wadhwa, Varsha Embar, Matthias Grabmair +1
In this paper, we investigate the tendency of end-to-end neural Machine Reading Comprehension (MRC) models to match shallow patterns rather than perform inference-oriented reasonin…